That is a good start. I wonder though if the change affects the ideal hyperparameters. Do you need more or less dropout if you make the change? What about learn

That is a good start. I wonder though if the change affects the ideal hyperparameters. Do you need more or less dropout if you make the change? What about learning rate? So you might want to re-search the hyper params for a fair shot.